{"title":"大数据和机器学习背景下的智能电网网络安全","authors":"D. Dogaru, I. Dumitrache","doi":"10.1109/CSCS.2019.00018","DOIUrl":null,"url":null,"abstract":"The power system can be seen as a cyber-physical system where big data plays a major role in managing the overwhelming volume of data underlining the importance of big data in both the power industry and security domain. In this article, it is presented the challenges of cyber security in power systems and machine learning techniques, like artificial neural networks, to prevent and overcome cyber-attacks. The motivation for choosing this topic resides in the evolution of power systems with the need for cyber security implementation.","PeriodicalId":352411,"journal":{"name":"2019 22nd International Conference on Control Systems and Computer Science (CSCS)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"8","resultStr":"{\"title\":\"Cyber Security of Smart Grids in the Context of Big Data and Machine Learning\",\"authors\":\"D. Dogaru, I. Dumitrache\",\"doi\":\"10.1109/CSCS.2019.00018\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The power system can be seen as a cyber-physical system where big data plays a major role in managing the overwhelming volume of data underlining the importance of big data in both the power industry and security domain. In this article, it is presented the challenges of cyber security in power systems and machine learning techniques, like artificial neural networks, to prevent and overcome cyber-attacks. The motivation for choosing this topic resides in the evolution of power systems with the need for cyber security implementation.\",\"PeriodicalId\":352411,\"journal\":{\"name\":\"2019 22nd International Conference on Control Systems and Computer Science (CSCS)\",\"volume\":\"9 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-05-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"8\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 22nd International Conference on Control Systems and Computer Science (CSCS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CSCS.2019.00018\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 22nd International Conference on Control Systems and Computer Science (CSCS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CSCS.2019.00018","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Cyber Security of Smart Grids in the Context of Big Data and Machine Learning
The power system can be seen as a cyber-physical system where big data plays a major role in managing the overwhelming volume of data underlining the importance of big data in both the power industry and security domain. In this article, it is presented the challenges of cyber security in power systems and machine learning techniques, like artificial neural networks, to prevent and overcome cyber-attacks. The motivation for choosing this topic resides in the evolution of power systems with the need for cyber security implementation.